Application and evaluation of Bayesian filter for Chinese spam

Wang Zhan, Yoshiaki Hori, Kouichi Sakurai

研究成果: 書籍/レポート タイプへの寄稿会議への寄与

2 被引用数 (Scopus)

抄録

Recently, a statistical filtering based on Bayes theory, socalled Bayesian filtering gain attention when it was described in the paper "A Plan for Spam" by Paul Graham, and has become a popular mechanism to distinguish spam email from legitimate email. Many modern mail programs make use of Bayesian spam filtering techniques. The implementation of the Bayesian filtering corresponding to the email written in English and Japanese has already been developed. On the other hand, few work is conducted on the implementation of the Bayesian spam corresponding to Chinese email. In this paper, firstly, we adopted a statistical filtering called as bsfilter and modified it to filter out Chinese email. When we targeted Chinese emails for experiment, we analyzed the relation between the parameter and the spam judgement accuracy of the filtering, and also considered the optimal parameter values.

本文言語英語
ホスト出版物のタイトルInformation Security and Cryptology - Second SKLOIS Conference, Inscrypt 2006, Proceedings
出版社Springer Verlag
ページ253-263
ページ数11
ISBN(印刷版)3540496084, 9783540496083
出版ステータス出版済み - 2006
イベント2nd SKLOIS Conference on Information Security and Cryptology, Inscrypt 2006 - Beijing, 中国
継続期間: 11月 29 200612月 1 2006

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
4318 LNCS
ISSN(印刷版)0302-9743
ISSN(電子版)1611-3349

その他

その他2nd SKLOIS Conference on Information Security and Cryptology, Inscrypt 2006
国/地域中国
CityBeijing
Period11/29/0612/1/06

!!!All Science Journal Classification (ASJC) codes

  • 理論的コンピュータサイエンス
  • コンピュータサイエンス一般

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